Deep Learning meets Ontologies and Natural Language Processing

1st International Workshop, Part of The Joint Ontology Workshops JOWO 2020 at FOIS 2020

13-17 September 2020 - Bozen-Bolzano, Italy


We invite the submission of original works that is related -- but are not limited to -- the topics below.

Topics of interests:

  • Construction ontology embeddings

  • Ontology-based text classification

  • Learning ontology embeddings

  • Semantic role labelling

  • Ontology reasoning with Deep Neural Networks

  • Deep learning for ontological semantic annotations

  • Spatial and temporal ontology embeddings

  • Ontology alignment and matching based on deep learning models

  • Ontology learning from text using deep learning models

  • Unsupervised Learning

  • Text classification using deep models

  • Neural machine translation

  • Deep question answering

  • Deep text summarization

  • Deep speech recognition

  • and so on.

Submission:

The workshop is open to original papers of theoretical or practical nature. Submissions should be more than 6 pages in length, formatted according to the IOS Press FOIS formatting guidelines, (downloadable here), prepared in PDF format and submitted via the workshop's EasyChair submission pages.

Important dates:

  • Workshop paper submission due: June 29, 2020 July 31, 2020

  • Workshop paper notifications: August 26, 2020

  • Workshop paper camera-ready versions due: September 1, 2020

  • Workshop: September 16, 2020 (Half-Day)

All deadlines are at 12:00pm CET.

Publication:

Articles and abstracts will be published open access in a joint CEUR proceedings volume, as part of the new IAOA series (http://ceur-ws.org/iaoa.html)